Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications
Reference42 articles.
1. Achieving equity in an evolving healthcare system: opportunities and challenges;Williams;Am. J. Med. Sci.,2016
2. Disparities in Health and Health Care: Five Key Questions and Answers;Artiga,2020
3. Moving upstream: how interventions that address the social determinants of health can improve health and reduce disparities;Williams;J. Public Health Manag. Pract.,2008
4. The care transitions intervention: a patient-centered approach to ensuring effective transfers between sites of geriatric care;Parry;Home Health Care Serv. Q.,2003
5. Dissecting racial bias in an algorithm used to manage the health of populations;Obermeyer;Science,2019
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